{"id":"W4252084923","doi":"10.22215/etd/2012-09735","title":"Modeling of ductile fracture in steel structures for monotonic and cyclic loading","year":2012,"lang":"en","type":"dissertation","venue":"","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Library and Archives Canada","funders":"","keywords":"Monotonic function; Fracture (geology); Structural engineering; Engineering; Forensic engineering; Mathematics; Geotechnical engineering; Mathematical analysis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002559508,0.0004115849,0.0003919715,0.0004577346,0.0004132091,0.0005497351,0.0009349073,0.001153927,0.003062245],"category_scores_gemma":[0.0009555398,0.0005111804,0.0006394382,0.0003081253,0.0005850259,0.0004522719,0.0004937497,0.0004653965,0.0003295015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005253274,"about_ca_system_score_gemma":0.0008514012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01123739,"about_ca_topic_score_gemma":0.01296261,"domain_scores_codex":[0.9998944,0.00002163396,0.000004897487,0.00001253329,0.00004197983,0.00002459165],"domain_scores_gemma":[0.9997602,0.0001234678,0.00003013854,0.00002697631,0.00004061208,0.00001860387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002521473,0.00001956249,0.0006088247,0.00002197649,0.00000865009,0.00006317546,0.00005198842,0.9915683,0.002948941,0.001357382,0.0001552321,0.00317085],"study_design_scores_gemma":[0.000002695328,0.00001442828,0.0002092159,0.000002354247,0.000001924222,0.00001442058,0.00001119145,0.9988326,0.0005269695,0.0002240976,0.0001573197,0.000002794802],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7975734,0.0004486001,0.172709,0.0003710449,0.00005683455,0.00009257819,0.0003888925,0.0006179321,0.02774159],"genre_scores_gemma":[0.9784433,0.0002180003,0.01350376,0.00003517678,0.000009416557,0.0000597564,0.0001317843,0.0001188867,0.007479923],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01123739,"threshold_uncertainty_score":0.02234393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01395521233433286,"score_gpt":0.2765487305623793,"score_spread":0.2625935182280464,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}